Hi-LabSpermMorpho: A Novel Expert-Labeled Dataset with Extensive Abnormality Classes for Deep Learning-Based Sperm Morphology Analysis

A Aktas, G Serbes, MH Yigit, N Aydin, H Uzun… - IEEE …, 2024 - ieeexplore.ieee.org
Sperm morphology is crucial in semen analysis for diagnosing male infertility. To reduce
limitations in visual assessment, such as variability in biological conditions and the …

[HTML][HTML] Automated Deep Learning Model for Sperm Head Segmentation, Pose Correction, and Classification

Y Guo, J Li, K Hong, B Wang, W Zhu, Y Li, T Lv… - Applied Sciences, 2024 - mdpi.com
Male infertility remains a significant global health concern, with abnormal sperm head
morphology recognized as a key factor impacting fertility. Traditional analysis of sperm …

A new hierarchical algorithm based on CapsGAN for imbalanced image classification

H Jabbari, N Bigdeli - IET Image Processing, 2024 - Wiley Online Library
Imbalanced image datasets consist of image datasets where there is a significant disparity in
the number of samples across different classes. With imbalanced image datasets, learning …

Modelling water disinfection process and sperm motility with deep reinforcement and imitation learning

S Hernández García - 2024 - burjcdigital.urjc.es
Resumen varying natural and engineering phenomena. This discipline plays a crucial role
in optimizing and predicting the behavior of complex systems, thereby facilitating …